feature matrices
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Automate Time-Series Data Cleaning with DataSetIQ
Read Full Article: Automate Time-Series Data Cleaning with DataSetIQ![[Resource] A library to practice Time-Series ML without spending hours cleaning data](https://www.tweakedgeek.com/wp-content/uploads/2025/12/featured-article-7237-300x171.png)
Practicing time-series forecasting or regression often involves the challenging task of cleaning economic data, such as aligning dates and handling missing values. The DataSetIQ Python client simplifies this process with its new helper function, get_ml_ready, which automates data pre-processing. This function is particularly useful for quickly generating feature matrices to test models like LSTM and XGBoost on real-world economic data. By streamlining data preparation, it allows users to focus more on model testing and less on data cleaning.
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